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optimal transport

945 papers

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Also known as

OPT MOT OT AOT UOT

Co-occurring keywords

wasserstein distance (417) domain adaptation (4578) sinkhorn algorithm (63) entropic regularization (53) generative model (2889) unsupervised learning (3255) generative adversarial network (1939) wasserstein barycenter (46) representation learning (6174) probability distribution (265)

Papers

Smooth and Sparse Optimal Transport AISTATS 2018
Learning Generative Models with Sinkhorn Divergences AISTATS 2018
Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation CVPR 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NIPS 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NIPS 2018
Pathwise Derivatives Beyond the Reparameterization Trick ICML 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018
Fast Similarity Search via Optimal Sparse Lifting NIPS 2018
Differentiable Submodular Maximization IJCAI 2018
Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints CVPR 2018
Regularized Optimal Transport and the Rot Mover's Distance JMLR 2018
Inference via Low-Dimensional Couplings JMLR 2018
Adversarial Text Generation via Feature-Mover's Distance NIPS 2018
Joint distribution optimal transportation for domain adaptation NIPS 2017
Multilevel Clustering via Wasserstein Means ICML 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration NIPS 2017
Co-clustering through Optimal Transport ICML 2017
Parallel Streaming Wasserstein Barycenters NIPS 2017
Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis COLT 2017
A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017
Multiscale Strategies for Computing Optimal Transport JMLR 2017
Population Matching Discrepancy and Applications in Deep Learning NIPS 2017
Tensor Balancing on Statistical Manifold ICML 2017
Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes NIPS 2017
Order-Preserving Wasserstein Distance for Sequence Matching CVPR 2017